There is a recurring error when debating the future of work: treating technological disruption as if it were the great transformation. Technology is the trigger, but what really changes is how skills evolve and come to be valued. It was the same during the Industrial Revolution and the Digital Revolution, and artificial intelligence is a new stage in this process, with the difference that transformations that were previously spread over decades are now concentrated in a few years.
Portugal has a context of low unemployment, with 5.7% in April 2026, according to INE, but many companies continue to struggle to find people with the right skills. A study by CIP and Nova SBE estimated the need to reskill between 1.1 and 1.5 million workers by 2030. The "Future of Jobs Report 2025" by the World Economic Forum highlights analytical thinking, resilience, creativity, and lifelong learning as central human skills that are difficult to replace.
The article warns that the problem arises when the discussion is reduced to the tool and the human capacity to understand, question, and use it with criteria is forgotten. In generative AI, ease of access is not the same as mastering it or democratizing its use. The critical factor is not just knowing how to use the tool, but knowing how to think better with it. Many professions keep the same name, but change their tasks, tools, and expectations, and what previously guaranteed relevance for many years now has a shorter validity cycle.
The author proposes four coordinated changes: in education, reinforce transferable skills without losing technical and scientific rigor; in companies, integrate reskilling into talent strategy; in government, give centrality to reskilling, with simple instruments oriented toward real needs; and the most uncomfortable one, individual change. It concludes that learning is no longer a delimited phase of life and is a permanent condition of professional life, and that the future of work will depend above all on what individuals are capable of learning to do better.
